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22 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | zotero-chunk-mcp ccam80/zotero-chunk-mcp get_documentget_index_statssearch+1 | 4 | <=2025-11-25 | 65/100 | C |
| 2 | nlp2sql luiscarbonel1991/nlp2sql ask_database |
| 5 |
| <=2025-11-25 |
| 64/100 |
| C |
| 3 | OnionClaw christinminor459/OnionClaw analyze_nollmaskcheck_search_engines+14 | 17 | <=2025-11-25 | 61/100 | C |
| 4 | Horizon Thysrael/Horizon hz_enrich_itemshz_fetch_itemshz_filter_items+8 | 11 | 2026-07-28+ | 60/100 | C |
| 5 | Try_make_mcp demo112/Try_make_mcp apply_suggestions_to_docbuild_projectconvert_to_excel+27 | 30 | <=2025-11-25 | 60/100 | C |
| 6 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 | 60/100 | C |
| 7 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 8 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 9 | mk-qa-master kao273183/mk-qa-master get_failure_detailsget_runner_infoget_test_report+3 | 6 | 2026-07-28+ | 55/100 | D |
| 10 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 11 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 12 | mcp_server NoRuTnT/mcp_server analyze_chat_topicsanalyze_incidentanalyze_ops_prompt+2 | 5 | <=2025-11-25 | 51/100 | D |
| 13 | MCP-Ghidra5 TheStingR/MCP-Ghidra5 ai_model_statusbinary_difffile+10 | 13 | <=2025-11-25 | 50/100 | D |
| 14 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 15 | dataagents HotTechStack/dataagents checkN8nHealthdebugEnvironmentresetConversation+12 | 15 | 2026-07-28+ | 45/100 | F |
| 16 | langgraph-claude-azure-mcp mm-repos/langgraph-claude-azure-mcp format_documentssearch_and_analyzesearch_and_summarize+1 | 4 | <=2025-11-25 | 45/100 | F |
| 17 | MCP-Excel-Manager DCode-v05/MCP-Excel-Manager append_rowlist_excel_filesread_range+2 | 5 | <=2025-11-25 | 44/100 | F |
| 18 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |
| 19 | Simple-OSINT-Recon-mcp-server Imashanilupul/Simple-OSINT-Recon-mcp-server run_image_metadata_extractorrun_ip_scannerrun_phishing_detector+3 | 6 | 2026-07-28+ | 37/100 | F |
| 20 | sciagent princeomar9009/sciagent auto_tracklog_metadatalog_metric+5 | 8 | 2026-07-28+ | 32/100 | F |
| 21 | Gemini-Data-Analysis-Research-MCP-Server falahgs/Gemini-Data-Analysis-Research-MCP-Server analyze-datagenerate-thinkingsend-email | 3 | 2026-07-28+ | 5/100 | F |
| 22 | mcp-paperqa-server benediktweishaupt/mcp-paperqa-server add_documentcheck_indexing_statusget_contexts+7 | 10 | <=2025-11-25 | 0/100 | F |